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Cisco Backend Software Engineer India, Karnataka, Bengaluru 983178766
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- Develop, test, and deploy software components for anomaly detection systems.
- Collaborate with data scientists and engineers to implement machine learning models for anomaly detection.
- Optimize algorithms for real-time anomaly detection and alerting.
- Analyze large datasets to identify patterns and improve detection accuracy.
- Maintain and enhance existing anomaly detection infrastructure.
- Participate in code reviews, design discussions, and agile development processes.
- Troubleshoot and resolve issues related to anomaly detection applications.
- Document development processes, system designs, and operational procedures.
- Bachelor's degree in Computer Science, Software Engineering, or a related field.
- 8+ years of relevant industry experience on development
- 5+ Strong proficiency in programming languages such as Python, Java, Go.
- 5+ Experience with big data technologies (e.g., Hadoop, Spark, Flink) and data processing pipelines.
- Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Knowledge of anomaly detection techniques and statistical analysis.
- Understanding of cloud platforms and Distributed Databases (Snowflake, Clickhouse) with experience in containerization. Hands on and sound knowledge in technologies such as Kafka, Kubernetes, NoSQL.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork abilities.
- Experience working on anomaly detection or cybersecurity systems.
- Background in data science, statistics, or related fields.
- Familiarity with monitoring and alerting tools.
- Experience with CI/CD pipelines and automated testing.
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